{"id":"https://openalex.org/W2023094375","doi":"https://doi.org/10.2478/v10065-010-0058-0","title":"The Possibility of Using Artificial Neural Networks for the Estimation of Mass Composition of High-Energy Primary Cosmic Ray","display_name":"The Possibility of Using Artificial Neural Networks for the Estimation of Mass Composition of High-Energy Primary Cosmic Ray","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2023094375","doi":"https://doi.org/10.2478/v10065-010-0058-0","mag":"2023094375"},"language":"en","primary_location":{"id":"doi:10.2478/v10065-010-0058-0","is_oa":true,"landing_page_url":"https://doi.org/10.2478/v10065-010-0058-0","pdf_url":"https://journals.umcs.pl/ai/article/download/3290/2484","source":{"id":"https://openalex.org/S4210184648","display_name":"Annales Universitatis Mariae Curie-Sklodowska sectio AI \u2013 Informatica","issn_l":"1732-1360","issn":["1732-1360","2083-3628"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annales UMCS, Informatica","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://journals.umcs.pl/ai/article/download/3290/2484","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jan Malinowski","orcid":null},"institutions":[{"id":"https://openalex.org/I34250744","display_name":"University of \u0141\u00f3d\u017a","ror":"https://ror.org/05cq64r17","country_code":"PL","type":"education","lineage":["https://openalex.org/I34250744"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Jan Malinowski","raw_affiliation_strings":["Department of High Energy Astrophysics, University of Lodz, Pomorska 149/153, 90-236 Lodz, Poland","Department of High Energy Astrophysics, University of Lodz, Pomorska 149/153, 90-236 Lodz, Poland#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of High Energy Astrophysics, University of Lodz, Pomorska 149/153, 90-236 Lodz, Poland","institution_ids":["https://openalex.org/I34250744"]},{"raw_affiliation_string":"Department of High Energy Astrophysics, University of Lodz, Pomorska 149/153, 90-236 Lodz, Poland#TAB#","institution_ids":["https://openalex.org/I34250744"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083707484","display_name":"Grzegorz Gustek","orcid":null},"institutions":[{"id":"https://openalex.org/I34250744","display_name":"University of \u0141\u00f3d\u017a","ror":"https://ror.org/05cq64r17","country_code":"PL","type":"education","lineage":["https://openalex.org/I34250744"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Grzegorz Gustek","raw_affiliation_strings":["Faculty of Physics and Applied Informatics, University of Lodz, Pomorska 149/153, 90-236 Lodz, Poland","Faculty of Physics and Applied Informatics, University of Lodz, Pomorska 149/153, 90-236 Lodz, Poland#TAB#"],"affiliations":[{"raw_affiliation_string":"Faculty of Physics and Applied Informatics, University of Lodz, Pomorska 149/153, 90-236 Lodz, Poland","institution_ids":["https://openalex.org/I34250744"]},{"raw_affiliation_string":"Faculty of Physics and Applied Informatics, University of Lodz, Pomorska 149/153, 90-236 Lodz, Poland#TAB#","institution_ids":["https://openalex.org/I34250744"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I34250744"],"apc_list":null,"apc_paid":null,"fwci":0.2929,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61034792,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12424","display_name":"Earthquake Detection and Analysis","score":0.9506999850273132,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12424","display_name":"Earthquake Detection and Analysis","score":0.9506999850273132,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11323","display_name":"Gamma-ray bursts and supernovae","score":0.9437000155448914,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pierre-auger-observatory","display_name":"Pierre Auger Observatory","score":0.7006780505180359},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6656400561332703},{"id":"https://openalex.org/keywords/composition","display_name":"Composition (language)","score":0.6478126049041748},{"id":"https://openalex.org/keywords/cosmic-ray","display_name":"Cosmic ray","score":0.6257423162460327},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.46709200739860535},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.46551159024238586},{"id":"https://openalex.org/keywords/primary","display_name":"Primary (astronomy)","score":0.4269556701183319},{"id":"https://openalex.org/keywords/particle","display_name":"Particle (ecology)","score":0.4138282835483551},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4060482382774353},{"id":"https://openalex.org/keywords/astrophysics","display_name":"Astrophysics","score":0.34489452838897705},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3373600244522095},{"id":"https://openalex.org/keywords/nuclear-physics","display_name":"Nuclear physics","score":0.32090383768081665},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26212239265441895},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.20734083652496338},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10777005553245544}],"concepts":[{"id":"https://openalex.org/C2779029635","wikidata":"https://www.wikidata.org/wiki/Q794886","display_name":"Pierre Auger Observatory","level":3,"score":0.7006780505180359},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6656400561332703},{"id":"https://openalex.org/C40231798","wikidata":"https://www.wikidata.org/wiki/Q1333743","display_name":"Composition (language)","level":2,"score":0.6478126049041748},{"id":"https://openalex.org/C111309251","wikidata":"https://www.wikidata.org/wiki/Q11547","display_name":"Cosmic ray","level":2,"score":0.6257423162460327},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.46709200739860535},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.46551159024238586},{"id":"https://openalex.org/C2777977315","wikidata":"https://www.wikidata.org/wiki/Q7243056","display_name":"Primary (astronomy)","level":2,"score":0.4269556701183319},{"id":"https://openalex.org/C2778517922","wikidata":"https://www.wikidata.org/wiki/Q7140482","display_name":"Particle (ecology)","level":2,"score":0.4138282835483551},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4060482382774353},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.34489452838897705},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3373600244522095},{"id":"https://openalex.org/C185544564","wikidata":"https://www.wikidata.org/wiki/Q81197","display_name":"Nuclear physics","level":1,"score":0.32090383768081665},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26212239265441895},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.20734083652496338},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10777005553245544},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2478/v10065-010-0058-0","is_oa":true,"landing_page_url":"https://doi.org/10.2478/v10065-010-0058-0","pdf_url":"https://journals.umcs.pl/ai/article/download/3290/2484","source":{"id":"https://openalex.org/S4210184648","display_name":"Annales Universitatis Mariae Curie-Sklodowska sectio AI \u2013 Informatica","issn_l":"1732-1360","issn":["1732-1360","2083-3628"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annales UMCS, Informatica","raw_type":"journal-article"},{"id":"pmh:oai:ojs.umcsd.home.net.pl:article/3290","is_oa":true,"landing_page_url":"http://journals.umcs.pl/ai/article/view/3290","pdf_url":null,"source":{"id":"https://openalex.org/S4306402290","display_name":"Studia Iuridica Lublinensia (Uniwersytet Marii Curie-Sk\u0142odowskiej w Lublinie)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I174183983","host_organization_name":"Maria Curie-Sk\u0142odowska University","host_organization_lineage":["https://openalex.org/I174183983"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annales Universitatis Mariae Curie-Sklodowska, sectio AI \u00e2\u0080\u0093 Informatica; Vol 10, No 2 (2010); 123-131","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.2478/v10065-010-0058-0","is_oa":true,"landing_page_url":"https://doi.org/10.2478/v10065-010-0058-0","pdf_url":"https://journals.umcs.pl/ai/article/download/3290/2484","source":{"id":"https://openalex.org/S4210184648","display_name":"Annales Universitatis Mariae Curie-Sklodowska sectio AI \u2013 Informatica","issn_l":"1732-1360","issn":["1732-1360","2083-3628"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annales UMCS, Informatica","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8700000047683716,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2023094375.pdf","grobid_xml":"https://content.openalex.org/works/W2023094375.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W1673652084","https://openalex.org/W1991292229","https://openalex.org/W1993896525","https://openalex.org/W2071609749"],"related_works":["https://openalex.org/W1610853261","https://openalex.org/W1509369341","https://openalex.org/W2013093372","https://openalex.org/W4293334782","https://openalex.org/W4321115882","https://openalex.org/W3130588874","https://openalex.org/W2103913614","https://openalex.org/W2067429521","https://openalex.org/W1965174446","https://openalex.org/W2106370121"],"abstract_inverted_index":{"This":[0],"paper":[1],"shows":[2],"that":[3,52],"the":[4,14,28,39,44,47,53,74,77,80,111,118,127],"artificial":[5],"neural":[6],"networks":[7],"(ANN)":[8],"can":[9,34,58],"be":[10,35,59,145],"used":[11,61],"for":[12,76,110,117,126],"determining":[13],"type":[15,134],"of":[16,18,46,79,87,96,107,132,135],"particles":[17,97],"high-energy":[19],"primary":[20,85],"cosmic":[21],"ray":[22],"(i.e.":[23],"its":[24],"mass":[25,113,128],"composition)":[26],"initiating":[27,90],"EAS.":[29],"The":[30,66,94],"approach":[31],"implemented":[32],"here":[33],"used,":[36],"e.g.,":[37],"in":[38,104],"Auger":[40],"experiment.":[41],"We":[42,121],"describe":[43],"details":[45],"ANN":[48,148],"construction":[49],"and":[50,57,70,84,101,115],"demonstrate":[51],"program":[54],"is":[55],"correct":[56,108,124],"further":[60],"to":[62],"solve":[63],"physical":[64],"problems.":[65],"network":[67],"was":[68],"taught":[69],"tested":[71],"based":[72,98],"on":[73,99],"data":[75],"maximum":[78],"EAS":[81,92],"development":[82],"(X_max)":[83],"energy":[86],"a":[88,123],"particle":[89],"this":[91],"(lg(E0)).":[93],"identification":[95],"X_max":[100],"lg(E0)":[102],"resulted":[103],"around":[105],"80%":[106],"answers":[109],"light":[112,138],"composition":[114,129],"99%":[116],"heavy":[119],"one.":[120],"have":[122],"answer":[125],"with":[130],"domination":[131],"one":[133],"particles,":[136],"i.e.":[137],"or":[139],"heavy.":[140],"Otherwise,":[141],"additional":[142],"parameters":[143],"should":[144],"included":[146],"as":[147],"input":[149],"data.":[150]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
